FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1670.8         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  26.158         	|63             	|  1647.9         	|  98.63          	|
run_training_batch                 	|  0.20161        	|8000           	|  1612.9         	|  96.531         	|
training_step_and_backward         	|  0.19022        	|8000           	|  1521.7         	|  91.076         	|
model_forward                      	|  0.10717        	|8000           	|  857.37         	|  51.314         	|
training_step                      	|  0.10704        	|8000           	|  856.31         	|  51.251         	|
backward                           	|  0.082862       	|8000           	|  662.9          	|  39.675         	|
optimizer_step_with_closure_0      	|  0.24885        	|1000           	|  248.85         	|  14.894         	|
get_train_batch                    	|  0.0022735      	|8063           	|  18.331         	|  1.0971         	|
fetch_next_train_batch             	|  0.002257       	|8063           	|  18.198         	|  1.0892         	|
on_train_batch_end                 	|  0.0010824      	|8000           	|  8.6595         	|  0.51828        	|
training_batch_to_device           	|  0.00021525     	|8000           	|  1.722          	|  0.10306        	|
zero_grad                          	|  0.0013072      	|1000           	|  1.3072         	|  0.078234       	|
on_train_batch_start               	|  9.0003e-05     	|8000           	|  0.72003        	|  0.043094       	|
on_batch_start                     	|  1.4909e-05     	|8000           	|  0.11927        	|  0.0071384      	|
on_batch_end                       	|  1.3415e-05     	|8000           	|  0.10732        	|  0.0064233      	|
on_before_backward                 	|  1.2758e-05     	|8000           	|  0.10206        	|  0.0061085      	|
on_after_backward                  	|  1.1309e-05     	|8000           	|  0.090471       	|  0.0054147      	|
training_step_end                  	|  5.7063e-06     	|8000           	|  0.04565        	|  0.0027322      	|
on_train_end                       	|  0.02554        	|1              	|  0.02554        	|  0.0015286      	|
on_pretrain_routine_start          	|  0.023264       	|1              	|  0.023264       	|  0.0013924      	|
on_train_epoch_start               	|  0.00029443     	|63             	|  0.018549       	|  0.0011102      	|
on_train_epoch_end                 	|  0.00028663     	|63             	|  0.018057       	|  0.0010807      	|
on_before_zero_grad                	|  1.3583e-05     	|1000           	|  0.013583       	|  0.00081296     	|
on_before_optimizer_step           	|  1.1388e-05     	|1000           	|  0.011388       	|  0.00068158     	|
configure_optimizers               	|  0.0083041      	|1              	|  0.0083041      	|  0.000497       	|
on_train_start                     	|  0.00082109     	|1              	|  0.00082109     	|  4.9143e-05     	|
on_epoch_end                       	|  1.0878e-05     	|63             	|  0.00068532     	|  4.1017e-05     	|
on_epoch_start                     	|  1.0619e-05     	|63             	|  0.00066898     	|  4.0039e-05     	|
setup                              	|  2.4726e-05     	|1              	|  2.4726e-05     	|  1.4799e-06     	|
on_fit_end                         	|  2.2321e-05     	|1              	|  2.2321e-05     	|  1.3359e-06     	|
on_before_accelerator_backend_setup	|  2.132e-05      	|1              	|  2.132e-05      	|  1.276e-06      	|
on_configure_sharded_model         	|  1.633e-05      	|1              	|  1.633e-05      	|  9.7735e-07     	|
on_fit_start                       	|  1.6111e-05     	|1              	|  1.6111e-05     	|  9.6425e-07     	|
teardown                           	|  9.588e-06      	|1              	|  9.588e-06      	|  5.7385e-07     	|
on_pretrain_routine_end            	|  9.5582e-06     	|1              	|  9.5582e-06     	|  5.7206e-07     	|
prepare_data                       	|  8.2848e-06     	|1              	|  8.2848e-06     	|  4.9585e-07     	|
configure_callbacks                	|  6.953e-06      	|1              	|  6.953e-06      	|  4.1614e-07     	|
on_train_dataloader                	|  4.8699e-06     	|1              	|  4.8699e-06     	|  2.9147e-07     	|
configure_sharded_model            	|  4.4289e-06     	|1              	|  4.4289e-06     	|  2.6507e-07     	|
on_val_dataloader                  	|  4.3779e-06     	|1              	|  4.3779e-06     	|  2.6202e-07     	|
